ObjectDetection

To perform object detection using ImageAI, all you need to do is Install Python on your computer system Install ImageAI and its dependencies 3. Download the Object Detection model file 4. Run the sample codes (which is as few as 10 lines) Now let’s get started. 1) Download and install Python 3 from official Python Language website https://python.org 2) Install the following dependencies via pip: i. Tensorflow pip install tensorflow ii. Numpy pip install numpy iii. SciPy pip install scipy iv. OpenCV pip install opencv-python v. Pillow pip install pillow vi. Matplotlib pip install matplotlib vii. H5py pip install h5py viii. Keras pip install keras ix. ImageAI pip3 install https://github.com/OlafenwaMoses/ImageAI/releases/download/2.0.2/imageai-2.0.2-py3-none-any.whl 3) Download the RetinaNet model file that will be used for object detection via this link. Great. Now that you have installed the dependencies, you are ready to write your first object detection code. Create a Python file and give it a name (For example, FirstDetection.py), and then write the code below into it. Copy the RetinaNet model file and the image you want to detect to the folder that contains the python file. FirstDetection.py